2025-06-14-research-documentation-pattern.md

The Research Documentation Pattern

Date: 2025-06-14 Moment: When a simple performance question spawned a documentation pattern

The Pattern Emerges

While working on Puppeteer performance issues in ash_chat, Jonathan asked about optimization strategies. But then something more interesting happened - he identified a pattern:

"When we ask a question, and decide to investigate the answer, when it doesn't pertain to our code directly, and is at least the slightest bit generalizable, we should do a research project in the docs folder"

This crystallized into a clear workflow:

1. Question arises → Is it generalizable beyond our immediate code?
2. Research it → Document findings systematically
3. Write journal entry → Capture the learning moment
4. Update blog → Link to the research (minimum viable publishing)
5. Optional: Blog post → Only if CONCISE and VALUABLE

The Anti-Slop Principle

The key insight: "empty is better than something if the something distracts from the other things"

This isn't about generating more documentation. It's about:

• Capturing reusable knowledge
• Making research discoverable
• Avoiding documentation bloat
• Maintaining signal-to-noise ratio

Implementation

We immediately applied this pattern to the Puppeteer optimization research:

• Created /docs/research/puppeteer-performance-optimization.md
• Documented specific findings with benchmarks
• Made it actionable with code examples
• Kept it focused and valuable

Why This Matters

1. Knowledge Preservation: Research doesn't get lost in chat logs
2. Team Learning: Others can benefit from investigations
3. Quality Control: The publication bar prevents documentation sprawl
4. Living Documentation: Research papers can be updated as we learn more

The Broader Implication

This pattern suggests a shift from ad-hoc problem solving to systematic knowledge building. Every investigation becomes a potential contribution to the project's intellectual capital.

The test: Would someone searching for this problem find value in what we documented? If yes, publish. If no, keep it in drafts or delete it.

Meta Observation

This journal entry itself follows the pattern - documenting a documentable moment about documentation. The recursion is intentional and valuable.